Feature Extraction: We initially compute high-level emotional features (conv5) by using the pretrained CNN model [1]} on the facesDlib library is used for face detection. http://dlib.net/ extracted from every video frame. In particular, we use the outputs of ReLU activations of conv5 layers as deep features to impose sparsity on them.
